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Enregistrement W7162037973 · doi:10.82308/10135

The impact of tuberculosis disease and infection: estimating patient-reported health-related quality of life and health utility among persons screened and treated for tuberculosis in Montreal, Canada

2016· dissertation· en· W7162037973 sur OpenAlexaboutno aff
Melissa Bauer

Notice bibliographique

Revuenon disponible
Typedissertation
Langueen
DomaineMedicine
ThématiqueTuberculosis Research and Epidemiology
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésTuberculosisDiseaseIncidence (geometry)Quality of life (healthcare)Health carePublic healthHealth related quality of life

Résumé

récupéré en direct d'OpenAlex

Treatment for the respiratory disease tuberculosis (TB) and latent TB infection (LTBI) can be long and complex with potential for negative side effects. Canada has a low incidence of active TB disease (4.8 cases per 100,000 persons reported in 2012), with foreign-born persons representing the majority of reported cases. Immigrants and refugees may face considerable barriers to accessing consistent health care required for treatment. It is not clear that the aggregate health burden incurred by treating many people with LTBI is less than aggregate health gains of preventing relatively few cases of active TB disease. Patient-reported health utility and health-related quality of life (HRQOL) are key data required to analyze this tradeoff. This manuscript-based thesis focused on measuring and analyzing health utility and HRQOL reported by individuals screened for TB in Montreal, Canada.First, we conducted a systematic review of the literature on quantitative measures of health utility and HRQOL in the TB patient population. From over 15,000 abstracts retrieved, 76 full-text articles were reviewed, representing 28 unique cohorts (6,028 respondents) reporting health utility or HRQOL among persons diagnosed with active TB disease. Across different studies and settings, persons with active TB consistently reported poorer HRQOL than persons treated for LTBI.The second and third manuscripts estimate health utility and HRQOL, using the Standard Gamble instrument and the Short Form 36 questionnaire, version 2 (SF-36), respectively, among persons diagnosed and treated for active TB disease, LTBI, and healthy control participants over the year following diagnosis. Participants were recruited at two hospitals in Montreal (2008–2011) and completed questionnaires within two weeks of treatment initiation/initial assessment and at 1, 2, 4, 6, 9, and 12 months thereafter. Linear mixed models were used to compare mean scores at each evaluation and changes in scores over consecutive evaluations, among participants treated for active TB disease and those treated for LTBI, as compared to the control group. Of the 263 participants, 48 were treated for active TB disease, 105 were treated for LTBI, and 110 were control participants; 54% were women, mean age was 35 years, and 90% were foreign-born. Participants treated for active TB disease reported significantly worse mean HRQOL and health utility scores within two weeks of treatment initiation, compared to control participants. HRQOL and health utility scores were comparable among those treated for LTBI and the control group. Lastly, we performed a secondary analysis of potential response shift of general health (GH) evaluated using the SF-36 among participants of the longitudinal cohort study described above. Centered residual values from a predictive linear mixed model of GH were used in a group-based trajectory model to detect potential response shift at the individual level. Of the original 263 participants, 216 (82%) were included in this analysis. Thirty-one participants (14%) reported worse GH than expected (i.e. negative response shift) during the year following TB screening assessment/treatment initiation.Key contributions of this research include: (1) the first meta-analysis of health utility and HRQOL scores reported by respondents treated for TB, (2) estimates of patient-reported health utility and HRQOL at each milestone of TB care, as compared to a group of healthy individuals facing similar stressors as treated participants, and (3) the first analysis of response shift at the individual patient level in a TB patient population. Future research should address social and behavioral health determinants which may also affect health utility and HRQOL, and assess health utility and HRQOL in sub-groups of patients that differ from those included in our longitudinal study. We encourage comparison our findings of response shift to studies using alternative approaches.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,011
score de la tête « metaresearch » (Gemma)0,047
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: aucune
Score de désaccord entre enseignants0,051
Score d'incertitude au seuil0,272

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0110,047
Méta-épidémiologie (sens strict)0,0010,001
Méta-épidémiologie (sens large)0,0020,004
Bibliométrie0,0110,020
Études des sciences et des technologies0,0010,001
Communication savante0,0030,001
Science ouverte0,0020,001
Intégrité de la recherche0,0010,001
Charge utile insuffisante (le modèle a refusé de juger)0,0010,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,046
Tête enseignante GPT0,378
Écart entre enseignants0,332 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2016
Routes d'admission1
Résumé présentoui

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